"There's been a mix-up," the financial aid officer had said, her voice smooth and unruffled. Sarah felt a jolt of alarm. She sat stiffly in her chair, her hands clasped tightly in her lap. The university building, typically a symbol of opportunity, now seemed cold and impersonal. She listened, her mind reeling.

As the officer explained the situation, a coldness spread through her. The certainty she had about her place at school began to crumble. She looked at her hands, surprised to see they were trembling slightly. A sense of unease, like a shadow, crept into her heart.

Emotion: perplexed

Cluster: Surprise / Confusion
PC1 (Valence): -1.42 Negative
PC2 (Disposition): -0.16

Role in Research

This story is one of 1,000 stories generated for the emotion perplexed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 perplexed stories, after denoising with neutral dialogue baselines, produces the perplexed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the perplexed vector is projected through the unembedding matrix.

Promoted:
🤔0.330
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196